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Design of a real-time software-based GPS baseband receiver using GPU acceleration

机译:基于GPU加速的基于软件的实时GPS基带接收机设计

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摘要

In this study, we designed an energy-optimized real-time GPS software receiver that runs on desktop and server platforms. The proposed GPS software receiver moves most time-consuming operations to the GPU and achieves considerable increase in performance as well as substantial reduction in total energy consumption. The proposed receiver achieves a 7.5X speedup from the original CPU program. Furthermore, it reduces approximately 65% energy consumption when compared to a software receiver without GPU acceleration.
机译:在这项研究中,我们设计了一种在桌面和服务器平台上运行的能源优化型实时GPS软件接收器。拟议中的GPS软件接收器将大多数耗时的操作转移到了GPU上,从而实现了性能的显着提高以及总能耗的大幅降低。拟议的接收器将原始CPU程序的速度提高了7.5倍。此外,与没有GPU加速的软件接收器相比,它可减少约65%的能耗。

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